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Publications & Citations

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Reviewed Articles

Neuro-feedback Studies

General Studies

Reviewed Articles

2023

Benchmarking performance of an automatic polysomnography scoring system in a population with suspected sleep disorders

Authors

Bryan Peide Choo ,Yingjuan Mok ,Hong Choon Oh ,Amiya Patanaik ,Kishan Kishan ,Animesh Awasthi ,Siddharth Biju ,Soumya Bhattacharjee ,Yvonne Poh ,Hang Siang Wong

2022

An automated heart rate-based algorithm for sleep stage classification: Validation using conventional polysomnography and an innovative wearable electrocardiogram device

Authors

Nicolò Pini,Ju Lynn Ong,Gizem Yilmaz,Nicholas I. Y. N. Chee,Zhao Siting,Animesh Awasthi,Siddharth Biju,Kishan Kishan,Amiya Patanaik,William P. Fifer,Maristella Lucchini

2020

Artificial intelligence in sleep medicine: an American Academy of Sleep Medicine position statement

Authors

Cathy A. Goldstein (MD), Richard B. Berry (MD), David T. Kent (MD), David A. Kristo (MD), Azizi A. Seixas (PhD), Susan Redline (MD), M. Brandon Westover (MD, PhD), Fariha Abbasi-Feinberg (MD), R. Nisha Aurora (MD, MHS), Kelly A. Carden (MD), Douglas B. Kirsch (MD), Raman K. Malhotra (MD), Jennifer L. Martin (PhD), Eric J. Olson (MD), Kannan Ramar (MD), Carol L. Rosen, (MD), James A. Rowley (MD), and Anita V. Shelgikar (MD, MHPE)

2020

Artificial intelligence in sleep medicine: background and implications for clinicians

Authors

Cathy A. Goldstein (MD), Richard B. Berry (MD), David T. Kent (MD), David A. Kristo (MD), Azizi A. Seixas (PhD), Susan Redline (MD), and M. Brandon Westover (MD, PhD)

2019

Computational Sleep Behavior Analysis: A Survey

Authors

Sarah Fallmann and Liming Chen

2019

Automated sleep scoring: A review of the latest approaches

Authors

Luigi Fiorillo, Alessandro Puiatti, Michela Papandrea, Pietro-Luca Ratti, Paolo Favaro, Corinne Roth, Panagiotis Bargiotas, Claudio L Bassetti, and Francesca D Faraci

2019

Deep learning-based electroencephalography analysis: a systematic review

Authors

Yannick Roy, Hubert Banville, Isabela Albuquerque, Alexandre Gramfort, Tiago H Falk, and Jocelyn Faubert

2019

Scalable automatic sleep staging in the era of Big Data

Authors

Takashi Nakamura, Harry J. Davies, and Danilo P. Mandic

2018

Change is the only constant in life (and in sleep medicine)

Authors

Ilene M. Rosen

Neuro-feedback Studies

2019

Stimulating the sleeping brain: Current approaches to modulating memory-related sleep physiology

Authors

Nicola Cellini and Sara C. Mednick

2018

Auditory stimulation of sleep slow oscillations modulates subsequent memory encoding through altered hippocampal function

Authors

Ju Lynn Ong, Amiya Patanaik, Nicholas I Y N Chee, Xuan Kai Lee, Jia-Hou Poh, and Michael W L Chee

2018

An end-to-end framework for real-time automatic sleep stage classification

Authors

Amiya Patanaik, Ju Lynn Ong, Joshua J Gooley, Sonia Ancoli-Israel, and Michael W L Chee

General Studies

2019

Validation of a consumer sleep wearable device with actigraphy and polysomnography in adolescents across sleep opportunity manipulations

Authors

Xuan Kai Lee, Nicholas I Y N Chee, Ju Lynn Ong, Teck Boon Teo, Elaine van Rijn, June C. Lo, and Michael W. L. Chee

2018

Does splitting sleep improve long-term memory in chronically sleep deprived adolescents?

Authors

James N. Cousins, Elaine van Rijn, Ju Lynn Ong, Kian F. Wong, and Micheal W. L. Chee

2018

A split sleep schedule rescues short-term topographical memory after multiple nights of sleep restriction

Authors

James N. Cousins, Elaine van Rijn, Ju Lynn Ong, and Micheal W. L. Chee

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